Record, CLM, bronze and silver
CLM-404831
Received 2026-05-01T19:34:27Z , line 88,539 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | ALVAREZ | Alvarez | Changed |
| Date of birth | 13-01-1994·· | 1994-01-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | N/A | — | Cleared |
| laura.alvarez@hotmail.com | laura.alvarez@hotmail.com | Unchanged | |
| Address | 231 Grand Avenue | 231 Grand Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85322 | 85322 | Unchanged |
| Group | GRP-4260·· | GRP-4260 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- laura|alvarez
- Address key
- 231|grand|85322
- Canonical first
- laura
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-404830 | 1.00 | Scored | — | Auto-linked |
| ENR-106370 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028678
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Alvarez, 1994-01-13, 3 records, Verified
Evidence
Matched against CLM-404830
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycfb5477c502026-10-22 12:43:54, scoring_agentidentity id MBR-028678, confidence 1, method probabilistic, matched record CLM-404830, policy version 1
- Record linked automaticallya0965668462026-10-19 19:54:38, scoring_agentidentity id MBR-028678, confidence 1, method probabilistic, matched record CLM-404830, policy version 1
- Record linked automatically82591759612026-10-19 19:52:09, scoring_agentidentity id MBR-028678, confidence 1, method probabilistic, matched record CLM-404830, policy version 1
- Record linked automatically6f09217edf2026-10-19 19:45:42, scoring_agentidentity id MBR-028678, confidence 1, method probabilistic, matched record CLM-404830, policy version 1
- Record linked automatically651ac7cf212026-10-19 19:32:31, scoring_agentidentity id MBR-028678, confidence 1, method probabilistic, matched record CLM-404830, policy version 1
- Record linked automatically8545e5536a2026-10-19 19:31:28, scoring_agentidentity id MBR-001913, confidence 1, method probabilistic, matched record CLM-404832, policy version 1